David A. Miller
Assistant Professor
Department of Economics, 0508
University of California, San Diego
9500 Gilman Dr.,
La Jolla, CA 92093-0508
Office: (858) 822-0632
Fax: (858) 534-7040
Email: d9miller@ucsd.edu
Research papers
I have arranged my research papers into two subjects: Game theory and Applied theory. I am also working on or thinking about Bayesian mechanism design, resource allocation on computer networks, soveriegn debt and default, cooperation in networks, strategically formed networks with externalities, repeated signaling games, technological bubbles, sequential contracting, and bargaining in repeated games.
Updated November 16 2007.
Abstract: An ex post perfect public equilibrium (EPPPE) is a PPE that is robust to the possibility that players might observe unmodeled, payoff-irrelevant signals that are correlated with each others’ contemporaneous private information. However, robustness comes at a cost to the players: in many games, efficient payoffs in the corresponding static mechanism design problem cannot be supported as average payoffs in an EPPPE, even when players are patient. In two-player repeated allocation games, an optimal EPPPE never employs a (static) efficient outcome function in any stage game. Instead, the players always prefer to give up some static efficiency by sometimes allocating to the player with the lower valuation. Under independent valuations, optimal equilibria are often stationary, but when valuations are globally interdependent, optimal equilibria are never stationary. Applied to the problem of collusion with hidden costs, these results yield new insights into the phenomenon of price wars in collusive equilibria.
Attainable payoffs in repeated games with interdependent private information
Updated November 9, 2007.
Note: I recently learned of an error in this paper. I am working on figuring out how to correct it, and will post an updated version once I've corrected it. In the meantime, please do not cite older working versions of the paper.
With Susan Athey. Published in Theoretical Economics, 2(3):299-354, September 2007.
Abstract: We analyze the extent to which efficient trade is possible in an ongoing relationship between impatient agents with hidden valuations (i.i.d. over time), restricting attention to equilibria that satisfy ex post incentive constraints in each period. With ex ante budget balance, efficient trade can be supported in each period if the discount factor is at least one half. In contrast, when the budget must balance ex post, efficiency is not attainable, and furthermore for a wide range of probability distributions over their valuations, the traders can do no better than employing a posted price mechanism in each period. Between these extremes, we consider a "bank" that allows the traders to accumulate budget imbalances over time, but only within a bounded range. We construct non-stationary equilibria that allow traders to receive payoffs that approach efficiency as their discount factor approaches one, while the bank earns exactly zero expected profits. For some probability distributions there exist equilibria that yield exactly efficient payoffs for the players and zero profits for the bank, but such equilibria require high discount factors.
Posted price mechanisms in repeated trade
With Susan Athey. Coming soon.
Efficiency in repeated games with private information and impatient players
With Susan Athey. Coming soon.
Updated August 27, 2006. In press, European Economic Review.
Abstract: This paper proposes a theoretical framework for studying the invention of new products when demand is uncertain. In this framework, under general conditions, the threat of ex post entry by a competitor can deter invention ex ante. Asymmetric market power in the ex post market exacerbates the problem. The implications of these general results are examined in a series of examples that represent important markets in the computer industry. The first is a model that shows how an operating system monopolist, by its mere presence, can deter the invention of complements, to its own detriment as well as that of society. The implications of policies such as patent protection, price regulation, and mandatory divestiture are considered. Three additional examples consider the ability of a monopolist in one market to commit to bundling an unrelated product, a pair of horizontally differentiated firms that can add a new feature to their products, and a platform leader that can be challenged in its base market by the supplier of a complementary product.
With Brent Goldfarb and David Kirsch. Published in the Journal of Financial Economics, 86(1):100-144, October 2007.
Covered by The Wall Street Journal (Lee Gomes, "The Dot-Com Bubble is reconsideredAnd maybe relived," p. B1, November 8, 2006).
Covered by Inc.com (Leslie Taylor, "The dot-com bust? Not as bad as you think," December 4, 2006).
Abstract: We present four stylized facts about the Dot Com Era: (1) there was a widespread belief in a “Get Big Fast” business strategy; (2) the increase and decrease in public and private equity investment was most prominent in the internet and information technology sectors; (3) the survival rate of dot com firms is on par or higher than other emerging industries; and (4) firm survival is independent of private equity funding. To connect these findings we offer a herding model that accommodates a divergence between the information and incentives of venture capitalists and their investors. A Get Big Fast belief cascade may have led to overly focused investment in too few internet startups and, as a result, too little entry.
Joint with Sameer Tilak and Tony Fountain. Posted October 28, 2005. Published in the Proceedings of the Workshop on Stochasticity in Distributed Systems (StoDiS'05), San Jose, CA, December 19, 2005. Copyright IEEE.
Abstract: When two sponsoring organizations, working towards separate goals, employ wireless sensor networks for a finite period of time, it can be efficiency-enhancing for the sponsors to program their sensors to cooperate. But if each sensor privately knows whether it can provide a favor in any particular period, and the sponsors cannot contract on ex post payments, then no favors are performed in any Nash equilibrium. Allowing the sponsors to contract on ex post payments, we construct equilibria based on the exchange of "tokens" that yield significant cooperation and increase expected sponsor payoffs. Increasing the sponsors' liability is beneficial because it enables them to use more tokens.
Teaching 2007-2008
Economics 109, Game Theory (Winter and Spring)
Economics 200c, Core Economic Theory (Spring)
Economics 282, Third Year Paper (Spring, with Richard Carson)
Economics 283, Third Year Presentation (Spring, with Richard Carson)
The web sites for these courses use the WebCT system, which is accessible only to registered students. Students, you should sign into webct.ucsd.edu using your regular UCSD email username and password. Once you have registered for the class, you should gain access to the course website within 48 hours. Instructions can be found at the Instructional WWW Development Center; please contact them at iwdc@ucsd.edu if you have difficulties logging in or getting access to the course website.
Economics 202c, Workshop in Economic Theory (Spring)
This is the Economic Theory seminar series. Registered students are required to attend most of the sessions. Because winter is recruiting season, seminars with theory topics may not follow a regular schedule and may be announced on short notice. For the most current schedule, see the Economics Department Seminars page.
Theory Lunch (Fall, Winter, and Spring)
The Theory Lunch is a venue mainly for graduate students to present their research in microeconomic theory, behavioral economics, and experimental economics. Faculty and visitors are also invited to speak on occasion. Students who elect Theory as one of their fields in the Ph.D. program are required to present once per year starting in their 3rd year, except under unusual extenuating circumstances. The lunch meets once per week on Thursdays, but is suspended during recruiting season. The schedule of speakers is available on the Economics Department Seminars page.